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Rail Vision Ltd. (RVSN)
NASDAQ:RVSN
US Market

Rail Vision Ltd. (RVSN) AI Stock Analysis

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RVSN

Rail Vision Ltd.

(NASDAQ:RVSN)

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Underperform 40 (OpenAI - 5.2)
Rating:40Underperform
Price Target:
$0.22
▼(-44.62% Downside)
Action:DowngradedDate:02/03/26
The score is weighed down primarily by weak financial performance driven by persistent losses and negative free cash flow despite strong revenue growth. Technicals also remain bearish with the stock below key moving averages and negative MACD, while valuation is constrained by a negative P/E that reflects ongoing unprofitability.
Positive Factors
Strong revenue growth
A nearly tenfold revenue increase demonstrates tangible commercial traction for Rail Vision’s sensor and AI systems, indicating product-market fit and early scaling of deployments. Sustained top-line growth can improve operating leverage and support further investment in R&D and market expansion over months.
Negative Factors
Persistent unprofitability
Ongoing net losses and negative operating margins indicate the business has not yet reached unit economics that support self-sustaining profitability. Continued unprofitability pressures retained earnings, limits reinvestment capacity, and increases reliance on external capital over the coming months.
Read all positive and negative factors
Positive Factors
Negative Factors
Strong revenue growth
A nearly tenfold revenue increase demonstrates tangible commercial traction for Rail Vision’s sensor and AI systems, indicating product-market fit and early scaling of deployments. Sustained top-line growth can improve operating leverage and support further investment in R&D and market expansion over months.
Read all positive factors

Rail Vision Ltd. (RVSN) vs. SPDR S&P 500 ETF (SPY)

Rail Vision Ltd. Business Overview & Revenue Model

Company Description
Rail Vision Ltd. designs, develops, assembles, and sells railway detection systems for railway operational safety, efficiency, and predictive maintenance in Israel, Latin America, and the United States. The company's railway detection systems incl...
How the Company Makes Money
Rail Vision generates revenue through the sale and licensing of its technology solutions to railway operators and infrastructure companies. Key revenue streams include direct sales of hardware systems, ongoing subscription fees for software servic...

Rail Vision Ltd. Financial Statement Overview

Summary
Revenue grew sharply (from $142K in 2023 to $1.3M in 2024), but profitability remains weak with persistent net losses and negative EBIT/EBITDA margins. Balance sheet leverage appears low with equity exceeding liabilities, yet negative ROE and ongoing negative free cash flow elevate financial risk.
Income Statement
30
Negative
Balance Sheet
40
Negative
Cash Flow
35
Negative
BreakdownTTMDec 2024Dec 2023Dec 2022Dec 2021Dec 2020
Income Statement
Total Revenue776.00K1.30M142.00K421.00K888.00K0.00
Gross Profit109.00K450.00K81.00K-240.00K231.00K-190.00K
EBITDA-10.55M-8.86M-11.23M-10.59M-10.08M-10.52M
Net Income-12.06M-30.71M-11.15M-10.47M-10.22M-10.71M
Balance Sheet
Total Assets25.37M20.60M5.92M10.43M4.41M8.97M
Cash, Cash Equivalents and Short-Term Investments22.43M17.24M3.07M8.27M1.65M6.75M
Total Debt405.00K522.00K809.00K1.08M1.52M1.40M
Total Liabilities2.68M2.90M3.13M2.17M12.74M8.06M
Stockholders Equity22.69M17.70M2.79M8.27M-8.33M5.87M
Cash Flow
Free Cash Flow-9.78M-9.71M-10.67M-10.01M-10.22M-7.32M
Operating Cash Flow-9.75M-9.68M-10.52M-9.98M-9.95M-7.20M
Investing Cash Flow-34.00K-30.00K-152.00K-29.00K-273.00K-122.00K
Financing Cash Flow22.40M23.92M5.40M16.65M5.13M4.96M

Rail Vision Ltd. Technical Analysis

Technical Analysis Sentiment
Positive
Last Price0.39
Price Trends
50DMA
7.83
Positive
100DMA
9.24
Negative
200DMA
10.79
Negative
Market Momentum
MACD
0.13
Negative
RSI
54.90
Neutral
STOCH
71.97
Neutral
Evaluating momentum and price trends is crucial in stock analysis to make informed investment decisions. For RVSN, the sentiment is Positive. The current price of 0.39 is below the 20-day moving average (MA) of 8.34, below the 50-day MA of 7.83, and below the 200-day MA of 10.79, indicating a neutral trend. The MACD of 0.13 indicates Negative momentum. The RSI at 54.90 is Neutral, neither overbought nor oversold. The STOCH value of 71.97 is Neutral, not indicating any strong overbought or oversold conditions. Overall, these indicators collectively point to a Positive sentiment for RVSN.

Rail Vision Ltd. Risk Analysis

Rail Vision Ltd. disclosed 50 risk factors in its most recent earnings report. Rail Vision Ltd. reported the most risks in the "Finance & Corporate" category.
Finance & Corporate - Financial and accounting risks. Risks related to the execution of corporate activity and strategy
Latest Risks Added 1 New Risks
1.
Any resurgence of the COVID-19 pandemic could adversely affect our business, financial condition and results of operations. Q4, 2023

Rail Vision Ltd. Peers Comparison

Overall Rating
UnderperformOutperform
Sector (63)
Financial Indicators
Name
Overall Rating
Market Cap
P/E Ratio
ROE
Dividend Yield
Revenue Growth
EPS Growth
74
Outperform
$43.30B44.9910.77%0.46%4.40%14.60%
65
Neutral
$1.63B9.5012.27%2.71%-8.66%27.14%
63
Neutral
$10.79B15.437.44%2.01%2.89%-14.66%
59
Neutral
$288.50M28.352.74%-5.51%-88.11%
56
Neutral
$2.63B8.4424.45%4.34%-33.03%-44.18%
53
Neutral
$156.97M9.24-40.20%-6.18%
40
Underperform
$19.29M-1.46-59.72%
* Industrials Sector Average
Performance Comparison
Ticker
Company Name
Price
Change
% Change
RVSN
Rail Vision Ltd.
8.80
0.08
0.91%
RAIL
Freightcar America
8.23
3.68
80.88%
GBX
Greenbrier
52.74
9.24
21.24%
FSTR
L. B. Foster Company
27.99
9.39
50.48%
TRN
Trinity Industries
32.97
9.09
38.08%
WAB
Westinghouse Air Brake Technologies
253.91
93.29
58.08%

Rail Vision Ltd. Corporate Events

Rail Vision Announces 1-for-30 Reverse Share Split Effective February 4, 2026
Jan 30, 2026
On January 30, 2026, Rail Vision Ltd. announced it will implement a 1-for-30 reverse share split of its ordinary shares, effective for trading on the Nasdaq Capital Market beginning Wednesday, February 4, 2026. The move will reduce the number of i...
Rail Vision Subsidiary Unveils Transformer-Based Neural Decoder Breakthrough for Quantum Error Correction
Jan 15, 2026
On January 15, 2026, Rail Vision Ltd. announced that its majority-owned subsidiary Quantum Transportation has successfully developed and validated a first-generation transformer-based neural decoder designed for universal quantum error correction....
Rail Vision Takes Majority Stake in Quantum Transportation to Integrate Quantum Tech into Rail Safety Systems
Jan 14, 2026
On January 14, 2026, Rail Vision Ltd. announced it had completed the strategic acquisition of a 51% majority stake in Quantum Transportation Ltd., a company that holds an exclusive rail-sector sublicense for a pending Tel Aviv University patent in...
Rail Vision Launches Indian Rail Safety Proof of Concept to Advance Market Entry
Jan 6, 2026
On January 6, 2026, Rail Vision announced it has launched a Proof of Concept in India to demonstrate its Mainline product to senior officials from multiple government departments and key players in the Indian railway sector, a move that significan...
Rail Vision Secures European Patent for AI Railway Safety System
Dec 15, 2025
On December 15, 2025, Rail Vision Ltd. announced that it has been granted a key patent by the European Patent Office for its advanced AI-based railway collision avoidance system. This patent, which employs innovative electro-optical imaging and de...
Rail Vision Ltd. Shareholders Approve Key Proposals at December Meeting
Dec 1, 2025
On December 1, 2025, Rail Vision Ltd. held an adjourned extraordinary general meeting of shareholders where all seven proposals presented were approved. This approval signifies a strategic advancement for the company, potentially impacting its ope...
Rail Vision Acquires Majority Stake in Quantum Transportation
Dec 1, 2025
On November 30, 2025, Rail Vision Ltd. entered into a securities exchange agreement to acquire a 51% stake in Quantum Transportation Ltd., a company specializing in quantum computing and AI, with the acquisition expected to close by early January ...
Glossary
BuyA stock rated as a "Buy" is expected to perform better than the overall market or a specific benchmark over the near-to-medium term. This rating suggests the stock is likely to deliver higher returns compared to other stocks in the same sector or market index. Note: This is not investment advice; please consult a financial advisor before making investment decisions.
HoldA stock rated as a "Hold" is expected to perform in line with the overall market or a specific benchmark. This rating indicates that the stock is neither particularly compelling nor unfavorable for investment. Note: This is not investment advice; please consult a financial advisor before making investment decisions.
SellA stock rated as a "Sell" is expected to perform worse than the overall market or a specific benchmark over the near-to-medium term. This rating suggests the stock may deliver lower returns compared to other stocks in the same sector or market index. Note: This is not investment advice; please consult a financial advisor before making investment decisions.

Disclaimer

This AI Analyst Stock Report is automatically generated by our AI systems using advanced algorithms and publicly available financial, technical, and market data. While the information provided aims to be accurate and insightful, it is intended for informational purposes only and should not be considered financial advice. Any content created by an AI (Artificial Intelligence) system may contain inaccuracies and/or contain errors. Investing in stocks carries inherent risks, and past performance is not indicative of future results. This report does not account for your personal financial circumstances, objectives, or risk tolerance. Always conduct your own research or consult with a qualified financial advisor before making investment decisions. The analysis and recommendations provided are based on historical and current data and may not fully reflect future market conditions or unexpected developments. Neither the creators of this report nor its affiliated entities guarantee the accuracy, completeness, or reliability of the information presented. Use this report at your own discretion and risk.Date of analysis: Feb 03, 2026